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Which deployment strategy allows for gradual rollout of a new model version?

Practice Questions

Q1
Which deployment strategy allows for gradual rollout of a new model version?
  1. Blue-green deployment
  2. A/B testing
  3. Canary deployment
  4. Shadow deployment

Questions & Step-by-Step Solutions

Which deployment strategy allows for gradual rollout of a new model version?
  • Step 1: Understand that a deployment strategy is a way to release a new version of a model or software.
  • Step 2: Learn about different deployment strategies, including canary deployment.
  • Step 3: Know that canary deployment means releasing the new model version to a small group of users first.
  • Step 4: Observe how the new model performs with this small group before deciding to release it to everyone.
  • Step 5: If the new model works well, gradually increase the number of users who get the new version.
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